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Python for Optimization


Much of what we want to do with data involves optimization: whether it's to find a model that best fits the data, or to decide on the optimal action given some information.

We'll explore the embarrassment of riches Python offers to tackle custom optimization problems: the scipy.optimize package, Sympy for calculus and code generation, Cython for speedups and binding to external libraries.


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